Coverart for item
The Resource Analysis and design of machine learning techniques : evolutionary solutions for regression, prediction, and control problems, Patrick Stalph

Analysis and design of machine learning techniques : evolutionary solutions for regression, prediction, and control problems, Patrick Stalph

Label
Analysis and design of machine learning techniques : evolutionary solutions for regression, prediction, and control problems
Title
Analysis and design of machine learning techniques
Title remainder
evolutionary solutions for regression, prediction, and control problems
Statement of responsibility
Patrick Stalph
Creator
Author
Subject
Language
eng
Cataloging source
UKMGB
http://library.link/vocab/creatorName
Stalph, Patrick
Illustrations
illustrations
Index
no index present
Literary form
non fiction
http://library.link/vocab/subjectName
  • Machine learning
  • Robots
  • Motor ability
  • Robotics
Label
Analysis and design of machine learning techniques : evolutionary solutions for regression, prediction, and control problems, Patrick Stalph
Instantiates
Publication
Note
PhD Thesis, University of Tübingen, 2013
Bibliography note
Includes bibliographical references (pages [145]-154)
Carrier category
volume
Carrier MARC source
rdacarrier
Content category
  • text
  • still image
Content type MARC source
  • rdacontent
  • rdacontent
Contents
Introduction and motivation -- Introduction to function approximation and regression -- Elementary features of local learning algorithms -- Algorithmic description of XCSF -- How and why XCSF works -- Evolutionary challenges for XCSF -- Basis of kinematic robot control -- Learning directional control of an anthropomorphic arm -- Visual servoing for the iCub -- Summary and conclusion
Control code
ocn870426586
Dimensions
21 cm
Extent
xix, 154 pages
Isbn
9783658049362
Isbn Type
(pbk.)
Media category
unmediated
Media MARC source
rdamedia
Other physical details
illustrations ;.
System control number
(OCoLC)870426586
Label
Analysis and design of machine learning techniques : evolutionary solutions for regression, prediction, and control problems, Patrick Stalph
Publication
Note
PhD Thesis, University of Tübingen, 2013
Bibliography note
Includes bibliographical references (pages [145]-154)
Carrier category
volume
Carrier MARC source
rdacarrier
Content category
  • text
  • still image
Content type MARC source
  • rdacontent
  • rdacontent
Contents
Introduction and motivation -- Introduction to function approximation and regression -- Elementary features of local learning algorithms -- Algorithmic description of XCSF -- How and why XCSF works -- Evolutionary challenges for XCSF -- Basis of kinematic robot control -- Learning directional control of an anthropomorphic arm -- Visual servoing for the iCub -- Summary and conclusion
Control code
ocn870426586
Dimensions
21 cm
Extent
xix, 154 pages
Isbn
9783658049362
Isbn Type
(pbk.)
Media category
unmediated
Media MARC source
rdamedia
Other physical details
illustrations ;.
System control number
(OCoLC)870426586

Library Locations

    • Albany LibraryBorrow it
      Gate 1, East Precinct, Albany Expressway (SH17), Albany, Auckland, 0632, NZ
      -36.733330 174.700641
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